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Vercel 宣布推出 durable-harness,可让 Pi、OpenCode、Codex、Claude Code 等任意编码 agent 框架在云端持久运行,崩溃或超时后能从日志恢复并继续中断的任务。Rauch(Vercel CEO)同时公开表示自己加入了 Pi 团队。
fx/libfx v0.0.14 introduces a durability adapter API that makes its Zig-based coding agent harness survive crashes, redeploys, and timeouts across local, Postgres, or Vercel Workflows backends with minimal integration code.
Armin Ronacher details how Pi Durable enables agent processes to resume from the point of interruption after a crash: persistence is achieved through an "effect sandwich" (intent, execution, result storage) rather than event sourcing, combined with a versioned document store to manage agent application state, supporting deployment to platforms such as Vercel, Cloudflare DO, and E2B.
The REDMI Note 17 Pro Max 5G features a Titan Structure for 3-meter drop resistance, highlighting its enhanced durability for daily use.
The REDMI Note 17 Pro Max 5G from Xiaomi is certified for 2-meter, 72-hour water resistance with IP66, IP68, IP69, and IP69K ratings, built to withstand tough water challenges.
Xiaomi highlights the durability of the REDMI Note 17 Series through drop tests, emphasizing functionality after impacts.
Xiaomi promotes the durability of the REDMI Note 17 Series, claiming it meets REDMI Titan Quality standards and can withstand impacts from objects like footballs and walnuts.
Xiaomi announces the Redmi Note 17 Series with advanced water protection ratings IP66, IP68, IP69, and IP69K, highlighting durability beyond everyday use.
Fairphone introduces the Gen 6+, a modular smartphone built to last until 2033, emphasizing sustainability and longevity.
Xiaomi details the extensive battery testing process for the Redmi Note 17 Series, including extreme temperatures and charge cycles, to ensure reliable battery life.
This article explores storage engine write durability trade-offs, explaining how different storage layers (memory, local SSD, remote storage) move latency and durability, and analyzes the cost of operations in an append-only key-value store built on object storage.
Xiaomi highlights the safety and durability of the SkyNomad N90 Max, featuring ultra-long sliding rails made from 7-series high-strength aluminum alloy with high locking strength and reliability after 15,000 test cycles.
This paper proposes Merge-Adversarial Training to make text watermarks in open-source LLMs survive model merging, outperforming baselines while preserving downstream capabilities.
Samsung unveils Flex Titanium display tech for foldables, using titanium components for greater strength and reduced creasing, debuting in the Galaxy Z Fold 8 series.
A firefighting robot demonstrated extreme heat resistance by operating normally after 30 minutes inside a 1000°C furnace, showcasing durability for dangerous environments.
A durable filesystem layer designed to provide reliable persistence for AI agents, enabling robust state management.
China demonstrates advanced LED screen panels that are waterproof and durable, even when submerged in water and dropped, before being assembled into seamless video walls that operate without issues.